GPT 6 Luna

Low-cost high-volume reasoning, 1M context

Try GPT 6 Luna in the Workbench

Run this model interactively, tune parameters, and compare outputs.

Model ID: gpt-6-luna

GPT 6 Luna is OpenAI’s most efficient GPT-6 generation model, built for focused, high-volume tasks where cost and speed matter more than maximum reasoning depth.

It accepts text and images and supports configurable reasoning effort (none, low, medium, high, xhigh, and max), streaming, structured outputs, and function calling, with the web search, file search, image generation, code interpreter, hosted shell, apply patch, skills, computer use, MCP, and tool search tools. Built-in tools and function calling belong on the Responses API, and Chat Completions supports function calling only with reasoning effort set to none. Fine-tuning is not available.

Metric	Value
Context Length	1,050,000 tokens
Max Output Tokens	128,000 tokens
Knowledge Cutoff	May 18, 2026
Multilingual	Yes

Example request

Use the Workbench as a request builder: configure parameters for this model in the UI, then open the API tab to copy the exact cURL or Python call.

Minimal

cURL

curl -X POST https://hub.oxen.ai/api/ai/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OXEN_API_KEY" \
  -d '{
  "model": "gpt-6-luna",
  "messages": [
    {
      "role": "user",
      "content": "Hello, what can you do?"
    }
  ]
}'

Basic parameters

cURL

curl -X POST https://hub.oxen.ai/api/ai/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OXEN_API_KEY" \
  -d '{
  "model": "gpt-6-luna",
  "messages": [
    {
      "role": "user",
      "content": "Hello, what can you do?"
    }
  ],
  "temperature": 0.7,
  "max_tokens": 1024,
  "stream": false
}'

All parameters

cURL

curl -X POST https://hub.oxen.ai/api/ai/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OXEN_API_KEY" \
  -d '{
  "model": "gpt-6-luna",
  "messages": [
    {
      "role": "user",
      "content": "Hello, what can you do?"
    }
  ],
  "temperature": 0.7,
  "max_tokens": 1024,
  "stream": false,
  "top_p": 1.0,
  "frequency_penalty": 0,
  "presence_penalty": 0
}'

Fetch model details

The models endpoint returns the full model object, including its json_request_schema.

curl -H "Authorization: Bearer $OXEN_API_KEY" https://hub.oxen.ai/api/ai/models/gpt-6-luna

Request parameters

This model follows the standard OpenAI chat completions request body. See the chat completions reference for the full parameter list.